{"id":"https://openalex.org/W4389518364","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.80","title":"LKAU23 at Qur\u2019an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur\u2019an","display_name":"LKAU23 at Qur\u2019an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur\u2019an","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389518364","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.80"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2023.arabicnlp-1.80","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.80","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.80","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.80.pdf","source":{"id":"https://openalex.org/S7407104720","display_name":"Arabic Natural Language Processing Conference (ArabicNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of ArabicNLP 2023","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2023.arabicnlp-1.80.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004518730","display_name":"Sarah Alnefaie","orcid":"https://orcid.org/0000-0003-1688-2979","observed_orcids":["https://orcid.org/0000-0003-1688-2979"]},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["GB","SA"],"is_corresponding":false,"raw_author_name":"Sarah Alnefaie","raw_affiliation_strings":["King Abdulaziz University [ ]","University of Leeds [ ]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdulaziz University [ ]","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"University of Leeds [ ]","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026457493","display_name":"Abdullah Alsaleh","orcid":"https://orcid.org/0000-0001-9040-0312","observed_orcids":["https://orcid.org/0000-0001-9040-0312"]},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["GB","SA"],"is_corresponding":false,"raw_author_name":"Abdullah Alsaleh","raw_affiliation_strings":["King Abdulaziz University [ ]","University of Leeds [ ]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdulaziz University [ ]","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"University of Leeds [ ]","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074817028","display_name":"Eric Atwell","orcid":"https://orcid.org/0000-0001-9395-3764","observed_orcids":["https://orcid.org/0000-0001-9395-3764"]},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["GB","SA"],"is_corresponding":false,"raw_author_name":"Eric Atwell","raw_affiliation_strings":["University of Leeds [ ]","King Abdulaziz University ["],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds [ ]","institution_ids":["https://openalex.org/I130828816"]},{"raw_affiliation_string":"King Abdulaziz University [","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067184592","display_name":"Mohammad Ammar Alsalka","orcid":"https://orcid.org/0000-0003-3335-1918","observed_orcids":["https://orcid.org/0000-0003-3335-1918"]},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["GB","SA"],"is_corresponding":false,"raw_author_name":"Mohammad Alsalka","raw_affiliation_strings":["University of Leeds [ ]","King Abdulaziz University ["],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds [ ]","institution_ids":["https://openalex.org/I130828816"]},{"raw_affiliation_string":"King Abdulaziz University [","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054979460","display_name":"Abdulrahman Altahhan","orcid":"https://orcid.org/0000-0003-1133-7744","observed_orcids":["https://orcid.org/0000-0003-1133-7744"]},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["GB","SA"],"is_corresponding":false,"raw_author_name":"Abdulrahman Altahhan","raw_affiliation_strings":["University of Leeds [ ]","King Abdulaziz University ["],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds [ ]","institution_ids":["https://openalex.org/I130828816"]},{"raw_affiliation_string":"King Abdulaziz University [","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3535,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5669371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"720","last_page":"727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9258000254631042,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9258000254631042,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.060100000351667404,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.004999999888241291,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-reading-comprehension","display_name":"machine reading comprehension","score":0.9319999814033508},{"id":"https://openalex.org/keywords/arabert","display_name":"AraBERT","score":0.9390000104904175},{"id":"https://openalex.org/keywords/sentence-bert","display_name":"Sentence-BERT","score":0.6919999718666077},{"id":"https://openalex.org/keywords/model-ensembling","display_name":"model ensembling","score":0.6869999766349792},{"id":"https://openalex.org/keywords/classical-arabic","display_name":"Classical Arabic","score":0.796999990940094},{"id":"https://openalex.org/keywords/modern-standard-arabic","display_name":"Modern Standard Arabic","score":0.9829999804496765},{"id":"https://openalex.org/keywords/post-processing","display_name":"post-processing","score":0.39800000190734863}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7805002927780151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7452975511550903},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.7305753231048584},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6373189687728882},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6351178884506226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6177238821983337},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5823681354522705},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5661166906356812},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5569561719894409},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3274523913860321},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09504905343055725},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08812978863716125},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08769580721855164},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06102418899536133},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2023.arabicnlp-1.80","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.80","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.80","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.80.pdf","source":{"id":"https://openalex.org/S7407104720","display_name":"Arabic Natural Language Processing Conference (ArabicNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of ArabicNLP 2023","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:206753","doi":null,"is_oa":true,"landing_page_url":"https://eprints.whiterose.ac.uk/206753/7/LKAU23%20at%20Qur%E2%80%99an%20QA%202023%20Using%20Transformer%20Models%20for%20Retrieving%20Passages%20and%20Finding%20Answers%20to%20Questions%20from%20the%20Qur%E2%80%99an.pdf","pdf_url":"https://eprints.whiterose.ac.uk/206753/7/LKAU23%20at%20Qur%E2%80%99an%20QA%202023%20Using%20Transformer%20Models%20for%20Retrieving%20Passages%20and%20Finding%20Answers%20to%20Questions%20from%20the%20Qur%E2%80%99an.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Proceedings Paper"}],"best_oa_location":{"id":"doi:10.18653/v1/2023.arabicnlp-1.80","doi":"https://doi.org/10.18653/v1/2023.arabicnlp-1.80","is_oa":true,"landing_page_url":"http://dx.doi.org/10.18653/v1/2023.arabicnlp-1.80","pdf_url":"https://aclanthology.org/2023.arabicnlp-1.80.pdf","source":{"id":"https://openalex.org/S7407104720","display_name":"Arabic Natural Language Processing Conference (ArabicNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of ArabicNLP 2023","raw_type":"proceedings-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389518364.pdf","grobid_xml":"https://content.openalex.org/works/W4389518364.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2949771292","https://openalex.org/W2965467891","https://openalex.org/W3008110149","https://openalex.org/W3015883388","https://openalex.org/W3045210825","https://openalex.org/W3045462440","https://openalex.org/W3090081112","https://openalex.org/W3093334098","https://openalex.org/W3128029819","https://openalex.org/W3133440961","https://openalex.org/W3134155512","https://openalex.org/W3176169354","https://openalex.org/W3212814363","https://openalex.org/W4206828928","https://openalex.org/W4225392244","https://openalex.org/W4252076394","https://openalex.org/W4295065948","https://openalex.org/W4320086361","https://openalex.org/W4385573057","https://openalex.org/W4389518441"],"related_works":["https://openalex.org/W4389518327","https://openalex.org/W7020664373","https://openalex.org/W4389518368","https://openalex.org/W4389518298","https://openalex.org/W4411628394","https://openalex.org/W4320086361","https://openalex.org/W4389518402","https://openalex.org/W4295065948","https://openalex.org/W4416037684","https://openalex.org/W4400150300"],"abstract_inverted_index":{"The":[0],"Qur'an":[1],"QA":[2],"2023":[3],"shared":[4],"task":[5,13,24,71],"has":[6],"two":[7],"sub":[8],"tasks:":[9],"Passage":[10],"Retrieval":[11],"(PR)":[12],"and":[14,37,77,85,125],"Machine":[15],"Reading":[16],"Comprehension":[17],"(MRC)":[18],"task.Our":[19],"participation":[20],"in":[21,68],"the":[22,40,46,52,55,59,69,75,92,96,112,118,129,134,146],"PR":[23],"was":[25],"to":[26,38,128],"further":[27,73],"train":[28],"several":[29],"Arabic":[30,84,88],"pre-trained":[31],"models":[32,124],"using":[33,82],"a":[34,63,100,143,152],"Sentence-Transformers":[35],"architecture":[36],"ensemble":[39,119],"best":[41,60,93,122],"performing":[42,123],"models.The":[43],"results":[44,53],"of":[45,54,80,105,121,155],"test":[47,113,147],"set":[48,98,136],"did":[49],"not":[50],"reflect":[51],"development":[56,97,135],"set.CL-AraBERT":[57],"achieved":[58,91,109,142],"results,":[61],"with":[62,95,99,111,133],"0.124":[64],"MAP.We":[65],"also":[66],"participate":[67],"MRC":[70],"by":[72],"fine-tuning":[74],"base":[76],"large":[78],"variants":[79],"AraBERT":[81,90],"Classical":[83],"Modern":[86],"Standard":[87],"datasets.Base":[89],"result":[94],"partial":[101],"average":[102],"precision":[103],"(pAP)":[104],"0.49,":[106],"while":[107],"it":[108],"0.5":[110],"set.In":[114],"addition,":[115],"we":[116],"applied":[117],"approach":[120],"post-processing":[126],"steps":[127],"final":[130],"results.Our":[131],"experiments":[132],"showed":[137],"that":[138],"our":[139,149],"proposed":[140],"model":[141],"0.537":[144],"pAP.On":[145],"set,":[148],"system":[150],"obtained":[151],"pAP":[153],"score":[154],"0.49.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2023-12-10T00:00:00"}
